The Cool Down

Health experts deploy groundbreaking AI tool in fight against world's deadliest disease: 'It is revolutionary'

TB is one of the world's deadliest diseases, with up to 3,500 people dying from it per day, according to NPR. But in regions ...
Analytics Insight

Data Science: Building Machine Learning Models, Harvard University

Harvard University presents its eight-week online course through edX, which imparts to students essential knowledge of ...
Devdiscourse

AI models struggling to keep pace with exploding medical data volumes

Unlike other industries, healthcare generates not only numerical and categorical data but also large volumes of unstructured ...
Scientific Research Publishing

Lin, J. and He, J. (2022) Parallel Random Forest Prediction Algorithm Based on PCA Stratified Sampling in the Big Data Environment. China Management Informationization, 25, 172 ...

ABSTRACT: To improve the efficiency of air quality analysis and the accuracy of predictions, this paper proposes a composite method based on Vector Autoregressive (VAR) and Random Forest (RF) models.
C&EN

Processing Next-Generation Mass Spectrometry Imaging Data: Principal Component Analysis at Scale

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Mass spectrometry imaging (MSI) is constantly improving in spatial resolving power, ...
Frontiers

Measure of the prediction capability of EEG features for depth of anesthesia in pigs

1 Institute of Systems Engineering, University of Applied Sciences and Arts—Western Switzerland, Sion, Switzerland 2 Division of Anaesthesiology and Pain Therapy, Vetsuisse Faculty, University of Bern ...
C&EN

ROP Prediction Method Based on PCA–Informer Modeling

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. Previous research has proven the efficiency of PCA in ...
GitHub

Abalone Dataset - linear regression+pca.R

# to predict the age (rings) of abalones based on physical measurements. # (1) Construct a data frame that contains the 2 top-ranked variables from the previous section # Extract the top 2 ranked ...
SciELO

Prediction Model of Nicotine and Glycerol in Reconstituted Tobacco Leaves Based on Support Vector Machine Algorithm

Nicotine and glycerol are the two important indexes of reconstituted tobacco and they determine the quality of the reconstituted tobacco. A hand-held near infrared spectrometer was used to collect the ...
IEEE

A Comparison of PCA and LBF Based Multireceiver SAS Imaging Algorithms

Abstract: Multireceiver synthetic aperture sonar (SAS) is a useful tool to provide high-resolution images. The most important step lies in developments of multireceiver synthetic aperture image ...